Expression of SND1 in renal cancer - The Human Protein Atlas

KIDNEY CHROMOPHOBE (TCGA) - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

SND1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 55.97

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

64.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	207.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	134.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	134.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	132.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	123.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	118.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	113.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	108.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	107.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	95.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	93.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	92.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	89.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	84.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	82.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	76.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	75.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	74.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	73.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	73.4
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	73.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	71.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	71.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	66.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	64.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	64.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	62.8
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	62.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	61.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	60.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	56.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	55.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	55.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	54.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	54.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	54.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	53.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	53.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	52.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	52.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	50.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	49.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	49.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	48.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	46.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	43.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	41.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	41.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	40.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	39.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	38.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	37.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	36.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	32.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	31.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	30.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	30.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	28.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	28.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	26.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	23.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	17.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	10.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SND1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 63.63

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

76.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	294.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	238.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	201.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	197.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	171.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	169.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	155.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	151.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	149.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	147.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	147.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	147.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	141.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	140.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	138.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	137.9
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	137.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	137.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	136.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	133.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	133.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	132.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	132.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	132.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	130.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	130.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	130.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	129.4
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	128.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	128.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	127.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	127.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	126.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	124.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	122.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	121.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	120.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	119.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	119.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	118.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	118.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	117.3
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	116.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	116.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	116.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	116.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	116.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	115.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	115.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	115.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	114.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	114.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	114.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	112.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	112.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	112.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	111.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	110.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	110.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	110.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	110.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	109.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	109.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	109.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	108.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	108.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	108.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	107.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	107.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	107.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	107.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	107.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	106.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	106.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	106.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	106.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	105.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	105.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	104.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	104.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	104.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	104.3
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	103.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	103.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	102.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	101.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	101.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	100.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	100.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	100.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	99.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	99.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	99.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	98.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	98.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	98.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	98.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	97.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	97.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	97.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	97.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	97.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	97.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	97.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	97.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	97.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	97.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	97.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	97.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	96.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	96.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	96.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	96.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	96.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	95.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	95.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	95.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	94.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	94.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	94.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	94.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	94.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	94.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	94.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	94.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	93.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	93.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	93.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	93.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	92.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	92.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	92.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	92.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	92.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	92.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	92.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	91.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	91.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	91.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	91.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	91.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	91.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	91.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	91.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	91.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	91.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	90.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	90.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	90.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	90.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	90.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	90.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	90.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	90.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	89.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	89.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	89.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	89.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	89.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	89.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	89.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	89.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	89.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	89.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	88.7
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	88.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	88.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	88.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	88.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	88.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	88.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	87.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	87.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	87.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	87.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	86.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	86.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	86.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	86.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	86.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	86.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	86.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	86.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	85.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	85.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	85.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	85.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	85.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	85.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	85.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	85.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	85.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	85.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	85.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	85.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	84.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	84.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	84.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	84.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	84.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	84.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	84.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	83.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	83.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	83.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	83.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	83.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	83.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	82.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	82.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	82.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	82.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	82.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	81.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	81.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	81.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	81.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	81.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	81.2
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	81.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	81.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	80.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	80.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	80.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	80.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	80.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	80.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	80.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	80.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	80.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	80.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	80.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	80.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	80.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	80.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	79.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	79.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	79.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	79.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	79.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	79.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	78.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	78.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	78.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	78.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	77.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	77.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	77.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	77.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	77.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	77.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	77.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	77.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	77.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	77.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	77.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	76.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	76.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	76.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	76.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	76.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	76.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	76.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	76.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	76.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	75.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	75.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	75.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	75.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	75.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	75.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	75.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	75.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	75.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	75.0
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	74.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	74.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	74.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	74.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	74.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	74.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	74.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	73.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	73.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	73.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	73.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	73.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	73.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	73.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	73.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	73.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	73.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	73.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	73.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	73.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	72.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	72.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	72.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	72.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	72.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	72.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	72.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	72.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	72.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	72.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	71.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	71.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	71.9
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	71.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	71.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	71.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	71.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	70.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	70.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	70.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	70.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	70.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	70.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	70.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	70.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	69.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	69.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	69.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	69.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	69.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	69.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	69.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	68.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	68.7
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	68.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	68.6
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	68.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	68.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	68.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	68.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	67.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	67.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	67.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	67.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	67.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	67.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	67.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	67.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	66.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	66.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	66.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	66.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	66.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	65.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	65.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	64.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	64.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	64.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	64.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	64.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	64.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	64.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	64.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	64.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	63.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	63.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	63.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	63.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	63.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	63.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	63.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	62.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	62.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	62.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	61.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	61.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	61.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	61.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	61.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	61.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	61.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	61.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	60.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	60.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	60.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	60.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	60.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	60.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	59.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	59.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	59.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	59.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	59.5
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	59.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	59.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	59.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	58.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	58.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	58.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	57.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	57.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	57.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	57.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	56.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	56.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	56.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	56.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	56.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	56.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	56.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	56.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	56.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	55.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	55.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	55.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	55.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	55.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	55.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	54.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	54.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	54.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	54.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	53.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	53.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	53.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	52.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	52.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	51.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	50.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	50.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	50.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	49.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	49.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	48.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	48.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	48.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	48.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	47.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	47.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	47.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	47.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	47.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	46.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	46.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	46.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	45.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	45.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	44.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	44.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	43.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	43.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	43.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	43.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	43.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	43.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	42.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	42.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	42.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	42.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	41.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	40.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	40.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	39.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	39.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	38.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	38.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	37.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	37.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	37.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	36.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	36.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	35.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	35.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	35.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	35.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	34.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	34.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	34.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	32.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	32.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	31.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	31.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	31.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	30.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	30.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	30.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	30.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	30.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	28.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	28.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	26.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	26.7
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	25.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	25.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	25.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	24.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	24.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	23.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	23.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	23.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	22.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	22.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	21.3
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	20.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	18.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	18.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	18.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	17.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	17.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	17.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	16.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	16.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	15.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	14.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	14.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	14.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	14.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	13.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	12.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	9.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	9.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	9.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	9.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	8.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SND1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 79.7

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

77.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	158.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	142.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	130.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	128.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	113.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	112.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	110.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	106.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	104.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	103.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	101.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	101.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	100.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	100.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	99.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	98.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	96.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	95.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	95.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	95.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	94.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	93.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	92.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	89.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	88.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	88.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	88.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	87.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	87.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	87.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	86.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	85.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	84.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	82.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	81.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	81.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	80.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	80.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	80.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	80.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	79.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	78.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	78.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	78.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	78.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	78.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	77.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	76.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	76.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	75.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	75.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	75.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	73.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	73.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	73.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	73.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	72.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	72.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	72.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	71.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	71.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	71.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	70.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	69.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	68.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	68.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	67.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	67.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	67.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	67.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	66.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	66.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	65.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	65.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	63.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	63.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	62.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	61.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	61.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	61.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	60.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	60.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	59.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	59.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	59.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	58.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	57.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	55.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	54.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	54.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	54.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	52.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	48.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	45.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	43.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	42.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	33.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	31.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	31.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	24.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SND1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 91.01

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

70.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	205.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	181.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	168.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	154.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	139.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	139.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	137.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	135.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	134.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	133.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	133.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	132.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	131.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	130.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	129.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	129.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	129.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	126.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	125.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	125.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	123.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	121.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	121.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	121.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	120.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	118.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	116.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	115.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	115.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	115.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	114.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	113.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	113.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	112.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	112.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	111.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	110.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	109.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	109.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	108.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	107.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	106.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	105.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	105.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	105.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	105.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	104.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	104.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	103.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	102.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	101.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	101.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	101.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	101.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	99.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	98.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	98.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	98.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	98.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	95.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	95.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	95.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	94.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	94.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	94.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	94.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	93.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	93.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	92.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	92.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	92.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	92.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	92.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	92.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	91.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	91.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	90.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	89.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	89.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	89.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	89.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	89.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	88.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	88.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	88.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	87.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	87.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	86.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	86.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	85.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	84.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	84.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	84.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	84.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	84.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	84.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	83.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	82.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	82.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	82.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	82.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	81.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	81.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	80.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	80.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	80.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	79.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	78.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	78.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	78.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	78.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	77.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	77.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	77.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	77.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	76.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	76.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	76.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	76.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	76.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	76.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	75.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	75.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	75.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	75.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	74.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	74.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	74.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	73.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	73.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	73.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	72.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	72.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	72.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	71.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	71.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	71.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	70.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	70.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	70.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	70.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	70.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	69.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	69.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	69.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	69.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	68.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	68.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	68.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	68.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	66.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	66.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	66.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	65.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	64.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	64.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	63.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	63.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	63.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	63.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	62.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	62.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	61.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	61.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	61.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	61.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	61.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	60.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	60.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	60.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	59.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	59.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	58.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	58.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	58.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	58.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	58.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	57.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	57.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	57.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	57.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	56.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	56.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	55.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	55.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	55.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	55.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	54.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	54.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	54.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	54.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	53.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	53.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	53.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	52.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	52.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	52.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	52.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	51.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	50.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	50.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	50.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	50.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	50.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	49.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	49.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	49.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	49.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	49.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	48.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	47.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	46.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	46.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	46.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	45.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	45.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	44.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	44.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	44.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	43.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	43.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	43.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	42.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	42.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	42.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	41.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	41.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	40.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	40.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	39.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	39.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	39.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	38.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	36.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	34.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	33.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	32.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	32.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	32.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	31.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	30.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	30.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	30.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	29.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	29.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	28.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	28.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	28.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	28.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	28.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	27.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	25.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	24.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	24.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	23.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	22.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	21.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	21.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	21.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	21.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	21.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	20.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	20.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	18.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	18.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	17.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	16.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	15.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	14.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	12.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	11.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	10.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	9.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	6.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	6.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	5.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	3.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	1.0
CPT0012180003	Tumor	0.7
CPT0011410003	Tumor	0.6
CPT0001340003	Tumor	0.6
CPT0012280003	Tumor	0.6
CPT0014450004	Tumor	0.6
CPT0025880003	Tumor	0.6
CPT0023350003	Tumor	0.6
CPT0002350011	Tumor	0.5
CPT0075130003	Tumor	0.5
CPT0078800003	Tumor	0.5
CPT0001180009	Tumor	0.4
CPT0084560003	Tumor	0.4
CPT0012550003	Tumor	0.4
CPT0069160003	Tumor	0.4
CPT0081880003	Tumor	0.4
CPT0086950003	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0079410003	Tumor	0.3
CPT0017850003	Tumor	0.3
CPT0076330003	Tumor	0.3
CPT0001260009	Tumor	0.3
CPT0012670003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0025230003	Tumor	0.3
CPT0077110003	Tumor	0.2
CPT0089460004	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0015730003	Tumor	0.2
CPT0092160003	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0021240003	Tumor	0.2
CPT0071150004	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0081600003	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0007320003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0077310003	Tumor	0.2
CPT0078510003	Tumor	0.2
CPT0063630003	Tumor	0.2
CPT0065810003	Tumor	0.2
CPT0010110003	Tumor	0.2
CPT0026410003	Tumor	0.2
CPT0025050003	Tumor	0.2
CPT0007860003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0081990003	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0075560003	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0065870003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0066480003	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0088480003	Tumor	0.1
CPT0012370003	Tumor	0.1
CPT0064370003	Tumor	0.1
CPT0066470004	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0010160003	Tumor	0.1
CPT0015910003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0002270011	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0014370004	Tumor	0.1
CPT0020120003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0088970003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0006630003	Tumor	0.0
CPT0092290003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0085670003	Tumor	0.0
CPT0088630003	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0009060003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0079180003	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0025580004	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0014160003	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0088570001	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0075720003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0013790003	Normal	0.0
CPT0012770003	Normal	0.0
CPT0086030003	Tumor	0.0
CPT0001350001	Normal	0.0
CPT0018250001	Normal	-0.1
CPT0077320001	Normal	-0.1
CPT0075170001	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0066430001	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0014130001	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0082010001	Normal	-0.1
CPT0001220008	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0025170003	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0078840001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0092740003	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0012090003	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0010170001	Normal	-0.1
CPT0092800003	Normal	-0.1
CPT0017450001	Normal	-0.1
CPT0069010001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0078660003	Tumor	-0.1
CPT0020020001	Normal	-0.1
CPT0088710001	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0063640001	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0007470001	Normal	-0.1
CPT0088500001	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0019160001	Normal	-0.2
CPT0079430001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0077140001	Normal	-0.2
CPT0079000001	Normal	-0.2
CPT0086890003	Normal	-0.2
CPT0078670001	Normal	-0.2
CPT0009020003	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0024680001	Normal	-0.2
CPT0001550001	Normal	-0.2
CPT0086370003	Normal	-0.2
CPT0065450001	Normal	-0.2
CPT0079300001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0088640003	Normal	-0.2
CPT0001230001	Normal	-0.2
CPT0020130001	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0078530001	Normal	-0.2
CPT0079510001	Normal	-0.3
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA002529	Antibody HPA002632	Antibody CAB019323
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Adenocarcinoma, NOS